Paper Citation Record · LEDGER

LLM-First Search: Self-Guided Exploration of the Solution Space

As of 11 August 2026, this Paper Citation Record lists 100 of 104 outbound references and 3 inbound Pith citation observations for arXiv:2506.05213.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.05213 v1

Coverage vector

measured 100 of 104 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:28:51.379366Z

measured 103 of 103 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T18:38:48.512777Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

100 of 104 outbound references displayed

verified exact0
verified fuzzy12
unresolved88
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation ad35bb81-1a38-496b-a6af-4c9bc2f5f356 · outbound

This paper cites Thinking, fast and slow penguin books, 2011.

LLM-First Search: Self-Guided Exploration of the Solution Space Thinking, fast and slow penguin books, 2011

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:41.310792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dccec506-39e6-4a07-b831-f17b0346f6f2 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

LLM-First Search: Self-Guided Exploration of the Solution Space Chain-of-thought prompting elicits reasoning in large language models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:41.396341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 842b1a2b-d9ef-407b-aceb-afe5040819f0 · outbound

This paper cites Tree search for language model agents.

LLM-First Search: Self-Guided Exploration of the Solution Space Tree search for language model agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:41.512856Z

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Observation a41acd6a-a1c2-4b54-8f11-fec289847cce · outbound

This paper cites On the Emergence of Thinking in LLMs I: Searching for the Right Intuition.

LLM-First Search: Self-Guided Exploration of the Solution Space On the Emergence of Thinking in LLMs I: Searching for the Right Intuition

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:41.579717Z

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Observation c9764f08-9f73-4f4e-a4cb-23e83e515f99 · outbound

This paper cites The harpy speech recognition system.

LLM-First Search: Self-Guided Exploration of the Solution Space The harpy speech recognition system

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:41.649421Z

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Observation ad90d92d-2a36-4061-8b99-21e82368365a · outbound

This paper cites The Art of Computer Programming: Sorting and Searching, volume 3.

LLM-First Search: Self-Guided Exploration of the Solution Space The Art of Computer Programming: Sorting and Searching, volume 3

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:41.715091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66c1451e-0357-4ff2-99c6-81c4ca891846 · outbound

This paper cites The shortest path through a maze.

LLM-First Search: Self-Guided Exploration of the Solution Space The shortest path through a maze

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:41.802536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee553220-373b-49f1-b930-0b052aad6a20 · outbound

This paper cites A formal basis for the heuristic determination of minimum cost paths.

LLM-First Search: Self-Guided Exploration of the Solution Space A formal basis for the heuristic determination of minimum cost paths

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:41.889763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73364bef-e78c-4bc7-8bdf-78a34ed1fe8a · outbound

This paper cites Efficient selectivity and backup operators in monte-carlo tree search.

LLM-First Search: Self-Guided Exploration of the Solution Space Efficient selectivity and backup operators in monte-carlo tree search

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:41.982813Z

Source-reported events for the cited work

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Observation d4f5f829-43df-4d0d-8fde-984bc55462e6 · outbound

This paper cites Bandit based monte-carlo planning.

LLM-First Search: Self-Guided Exploration of the Solution Space Bandit based monte-carlo planning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:42.104552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fd231af-8688-40bc-9550-f0d72eff8c94 · outbound

This paper cites Pathbench: A benchmarking platform for classical and learned path planning algorithms.

LLM-First Search: Self-Guided Exploration of the Solution Space Pathbench: A benchmarking platform for classical and learned path planning algorithms

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:42.225861Z

Source-reported events for the cited work

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Observation 8592245a-9127-4568-b109-849d51d7323a · outbound

This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.

LLM-First Search: Self-Guided Exploration of the Solution Space VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:42.292802Z

Source-reported events for the cited work

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Observation b968e3a7-72cf-4c9d-9bae-187c7ca1b565 · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

LLM-First Search: Self-Guided Exploration of the Solution Space WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:42.386280Z

Source-reported events for the cited work

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Observation cd4193ee-7316-44e9-8004-4ed852d09478 · outbound

This paper cites Reasoning with Language Model is Planning with World Model.

LLM-First Search: Self-Guided Exploration of the Solution Space Reasoning with Language Model is Planning with World Model

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:42.487587Z

Source-reported events for the cited work

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Observation 6dc1b385-b418-4cdf-9981-a0f4b6b2decc · outbound

This paper cites Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models.

LLM-First Search: Self-Guided Exploration of the Solution Space Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:42.584246Z

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Observation bd287f79-0dc4-400f-b0b3-d54c1269814b · outbound

This paper cites REX: Rapid Exploration and eXploitation for AI Agents.

LLM-First Search: Self-Guided Exploration of the Solution Space REX: Rapid Exploration and eXploitation for AI Agents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:42.689021Z

Source-reported events for the cited work

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Observation 6642296e-aac2-4649-bc11-e0baa96ce5c7 · outbound

This paper cites ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning.

LLM-First Search: Self-Guided Exploration of the Solution Space ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:42.798474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d27d327f-f764-4748-9230-d282b9243be5 · outbound

This paper cites Rethinkmcts: Refining erroneous thoughts in monte carlo tree search for code generation.

LLM-First Search: Self-Guided Exploration of the Solution Space Rethinkmcts: Refining erroneous thoughts in monte carlo tree search for code generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:42.896815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1ea715a-75ce-4216-8a8c-11ea10b10423 · outbound

This paper cites Interpretable Contrastive Monte Carlo Tree Search Reasoning.

LLM-First Search: Self-Guided Exploration of the Solution Space Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:43.024352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cab0c0e-b358-4ad4-9987-312b364c2fb3 · outbound

This paper cites Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers.

LLM-First Search: Self-Guided Exploration of the Solution Space Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:43.114675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 057544ce-c1fd-424e-8c75-9afc25f28b49 · outbound

This paper cites Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B.

LLM-First Search: Self-Guided Exploration of the Solution Space Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:43.232110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a44ea20e-95ac-4da3-906f-22d86f78a049 · outbound

This paper cites Hyperparameter opti- mization: Foundations, algorithms, best practices, and open challenges.

LLM-First Search: Self-Guided Exploration of the Solution Space Hyperparameter opti- mization: Foundations, algorithms, best practices, and open challenges

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:43.320867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca8cd4de-4538-417e-9aa1-bfc0439769d0 · outbound

This paper cites A unified perspective on value backup and exploration in monte-carlo tree search.

LLM-First Search: Self-Guided Exploration of the Solution Space A unified perspective on value backup and exploration in monte-carlo tree search

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:43.407884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dadca0b4-7388-44ea-8bd3-3b26ec90d2db · outbound

This paper cites Analysis of the impact of randomization of search- control parameters in monte-carlo tree search.

LLM-First Search: Self-Guided Exploration of the Solution Space Analysis of the impact of randomization of search- control parameters in monte-carlo tree search

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:43.537255Z

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Unavailable: canonical work link unavailable.

Observation 9058539e-e8d2-46e5-b426-5ed4d85f870a · outbound

This paper cites Combining Simulated Annealing and Monte Carlo Tree Search for Expression Simplification.

LLM-First Search: Self-Guided Exploration of the Solution Space Combining Simulated Annealing and Monte Carlo Tree Search for Expression Simplification

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:43.671373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed4c29ea-e0a6-4213-934b-5b42070534ca · outbound

This paper cites Towards efficient discovery of green synthetic pathways with monte carlo tree search and reinforcement learning.

LLM-First Search: Self-Guided Exploration of the Solution Space Towards efficient discovery of green synthetic pathways with monte carlo tree search and reinforcement learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:43.764221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0566d6e9-4f72-4702-856c-d6c638290273 · outbound

This paper cites A Survey of Test-Time Compute: From Intuitive Inference to Deliberate Reasoning.

LLM-First Search: Self-Guided Exploration of the Solution Space A Survey of Test-Time Compute: From Intuitive Inference to Deliberate Reasoning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:43.869533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbba5b02-0366-446d-8708-109fb3826ab2 · outbound

This paper cites Exploring the System 1 Thinking Capability of Large Reasoning Models.

LLM-First Search: Self-Guided Exploration of the Solution Space Exploring the System 1 Thinking Capability of Large Reasoning Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:43.974591Z

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Unavailable: canonical work link unavailable.

Observation 5767e7ad-ce38-4d14-9339-98470ac72b34 · outbound

This paper cites OMNI: Open-endedness via Models of human Notions of Interestingness.

LLM-First Search: Self-Guided Exploration of the Solution Space OMNI: Open-endedness via Models of human Notions of Interestingness

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:44.087207Z

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Observation 4eb8e576-c5ca-4621-85d2-2a4f12430b58 · outbound

This paper cites Dynamic Programming.

LLM-First Search: Self-Guided Exploration of the Solution Space Dynamic Programming

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:44.195284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12567248-2958-4199-982d-03adc56e95b3 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

LLM-First Search: Self-Guided Exploration of the Solution Space Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:44.309165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daa4c034-83eb-43b4-8105-cee452c6befb · outbound

This paper cites AIOS: LLM Agent Operating System.

LLM-First Search: Self-Guided Exploration of the Solution Space AIOS: LLM Agent Operating System

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:44.419440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19ae57ae-4115-4431-a8fa-748a1ff51efd · outbound

This paper cites Understanding the planning of LLM agents: A survey.

LLM-First Search: Self-Guided Exploration of the Solution Space Understanding the planning of LLM agents: A survey

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:44.492403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb97d6ba-3800-4a31-af00-9351dca19863 · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

LLM-First Search: Self-Guided Exploration of the Solution Space Automatic Chain of Thought Prompting in Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:44.589106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b99a133-089f-46d2-b347-ec360b9a3a96 · outbound

This paper cites Large language models are zero-shot reasoners.

LLM-First Search: Self-Guided Exploration of the Solution Space Large language models are zero-shot reasoners

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:44.668701Z

Source-reported events for the cited work

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Observation 971369b3-57d2-422f-a09c-9f19dde34886 · outbound

This paper cites Chain-of-Thought Reasoning Without Prompting.

LLM-First Search: Self-Guided Exploration of the Solution Space Chain-of-Thought Reasoning Without Prompting

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:44.736341Z

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Observation ca5b099f-4c33-4af7-8190-ead31fd11bad · outbound

This paper cites Chain of Draft: Thinking Faster by Writing Less.

LLM-First Search: Self-Guided Exploration of the Solution Space Chain of Draft: Thinking Faster by Writing Less

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:44.827276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed1916d8-60cc-467e-a568-e4bcd823c962 · outbound

This paper cites s1: Simple test-time scaling.

LLM-First Search: Self-Guided Exploration of the Solution Space s1: Simple test-time scaling

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:44.920577Z

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Observation 4c2b446d-1c71-4da5-87ce-ff3fc6616cc8 · outbound

This paper cites Meta-in-context learning in large language models.

LLM-First Search: Self-Guided Exploration of the Solution Space Meta-in-context learning in large language models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:45.037134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a9a6a97-2cc9-42f5-933e-c149ee523b43 · outbound

This paper cites Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models.

LLM-First Search: Self-Guided Exploration of the Solution Space Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:45.118135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f096251-a5cd-4179-9aec-f1afbbd51898 · outbound

This paper cites EVOLvE: Evaluating and Optimizing LLMs For In-Context Exploration.

LLM-First Search: Self-Guided Exploration of the Solution Space EVOLvE: Evaluating and Optimizing LLMs For In-Context Exploration

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:45.197686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51662eb3-27fc-413f-8b6a-b00280d704fc · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

LLM-First Search: Self-Guided Exploration of the Solution Space Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:45.302431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16e5cfa0-0f8e-4b41-b0cc-9626bb96895b · outbound

This paper cites React: Synergizing reasoning and acting in language models.

LLM-First Search: Self-Guided Exploration of the Solution Space React: Synergizing reasoning and acting in language models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:45.406387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b956f638-3c6d-414b-9f66-ea07a46d2223 · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.

LLM-First Search: Self-Guided Exploration of the Solution Space Self-refine: Iterative refinement with self-feedback

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:45.494560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fc80552-1612-4564-88d7-52efb9b48246 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652, 2023.

LLM-First Search: Self-Guided Exploration of the Solution Space Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652, 2023

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:45.630360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16bb50e6-ad6f-4e93-ab10-906acb5cf086 · outbound

This paper cites Llms are in-context reinforcement learners.

LLM-First Search: Self-Guided Exploration of the Solution Space Llms are in-context reinforcement learners

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:45.700998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7d005c3-2fa3-476e-8318-d6bbeaee67e0 · outbound

This paper cites Improv- ing factuality and reasoning in language models through multiagent debate.

LLM-First Search: Self-Guided Exploration of the Solution Space Improv- ing factuality and reasoning in language models through multiagent debate

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:45.836493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e7b5c1e-71e6-4bad-b040-f8e5f5ad2c28 · outbound

This paper cites Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning.

LLM-First Search: Self-Guided Exploration of the Solution Space Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:45.928910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24fd6b7a-63f3-47fd-8143-51646119a52e · outbound

This paper cites Self-evaluation guided beam search for reasoning.Advances in Neural Information Processing Systems, 36:41618–41650, 2023.

LLM-First Search: Self-Guided Exploration of the Solution Space Self-evaluation guided beam search for reasoning.Advances in Neural Information Processing Systems, 36:41618–41650, 2023

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:46.077263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcad6861-3e8a-4d95-aa77-166e5c69192a · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models.

LLM-First Search: Self-Guided Exploration of the Solution Space Tree of thoughts: Deliberate problem solving with large language models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:46.171586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d7b47c0-1df4-4799-88e1-8b179a28d2fb · outbound

This paper cites Graph of thoughts: Solving elaborate problems with large language models.

LLM-First Search: Self-Guided Exploration of the Solution Space Graph of thoughts: Solving elaborate problems with large language models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:46.289065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1f9db60-bd9f-4878-91fa-1e2ff7dd681a · outbound

This paper cites Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning.

LLM-First Search: Self-Guided Exploration of the Solution Space Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:46.383365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdbed7db-bb20-4863-b041-7da61b7f543f · outbound

This paper cites Wider or deeper? scaling llm inference-time compute with adaptive branching tree search.arXiv preprint arXiv:2503.04412, 2025.

LLM-First Search: Self-Guided Exploration of the Solution Space Wider or deeper? scaling llm inference-time compute with adaptive branching tree search.arXiv preprint arXiv:2503.04412, 2025

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:46.462959Z

Source-reported events for the cited work

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Observation 9380f063-c1d2-48be-aff2-d95118689cc0 · outbound

This paper cites Openai api.

LLM-First Search: Self-Guided Exploration of the Solution Space Openai api

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:29:02.519586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1df5ef11-8ea6-4e18-9bb4-2c0e3ce32d73 · outbound

This paper cites Mas- tering the game of go with deep neural networks and tree search.

LLM-First Search: Self-Guided Exploration of the Solution Space Mas- tering the game of go with deep neural networks and tree search

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:46.669814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ac99ccb-3d23-44dc-9917-4621da7e999c · outbound

This paper cites Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning.

LLM-First Search: Self-Guided Exploration of the Solution Space Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:46.772288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bad01e8e-a61b-4e3e-bbaf-b7b5448c455f · outbound

This paper cites Sudoku-Bench.

LLM-First Search: Self-Guided Exploration of the Solution Space Sudoku-Bench

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:29:02.322352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 20808983-3943-43c9-914b-459e573b826a · outbound

This paper cites Countdown (game show).

LLM-First Search: Self-Guided Exploration of the Solution Space Countdown (game show)

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:29:02.110510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cf138329-6ad9-435d-a0bb-e51c2cf2d5f0 · outbound

This paper cites Stream of Search (SoS): Learning to Search in Language.

LLM-First Search: Self-Guided Exploration of the Solution Space Stream of Search (SoS): Learning to Search in Language

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:47.023380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 473bb448-fb1d-4535-9183-d29fd5ee2f7e · outbound

This paper cites On the dangers of stochastic parrots: Can language models be too big? In Proceedings of the 2021 ACM conference on fairness, accountability, and transparency, pages 610–623, 2021.

LLM-First Search: Self-Guided Exploration of the Solution Space On the dangers of stochastic parrots: Can language models be too big? In Proceedings of the 2021 ACM conference on fairness, accountability, and transparency, pages 610–623, 2021

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:47.089607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1a7be43-e695-470b-a10c-7b9c3e0c4fbb · outbound

This paper cites Probable inference, the law of succession, and statistical inference.

LLM-First Search: Self-Guided Exploration of the Solution Space Probable inference, the law of succession, and statistical inference

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:29:01.840493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 463cd5b2-c0d1-4b07-9eca-843fb111b21c · outbound

This paper cites MLGym: A New Framework and Benchmark for Advancing AI Research Agents.

LLM-First Search: Self-Guided Exploration of the Solution Space MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:47.225949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 625d3b73-7e6b-4705-8ba6-2128566812bb · outbound

This paper cites Benchmarking optimization software with performance profiles.

LLM-First Search: Self-Guided Exploration of the Solution Space Benchmarking optimization software with performance profiles

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:47.348084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75973dab-c08f-4ddc-b026-dd261924a28f · outbound

This paper cites Automl decathlon: Diverse tasks, modern methods, and efficiency at scale.

LLM-First Search: Self-Guided Exploration of the Solution Space Automl decathlon: Diverse tasks, modern methods, and efficiency at scale

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:29:01.544874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 909b35b6-66b6-4944-afd9-74406baef2cb · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:29:01.274219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 69191448-7bc6-4558-9775-7caaae118b32 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:29:01.068560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a22646cf-21da-4d00-b8a0-086f816e024b · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:29:00.760830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4c33633d-8ec2-4c3d-8712-62ba51519729 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:29:00.496690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0e4ff728-b6be-4aae-82f9-1774beb32043 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:29:00.206926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 07986ac0-5679-40d8-bdba-c79ab936fd31 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:59.952264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7728907b-fc13-4518-ab8c-530262d0e1bb · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:59.538346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8dcadda0-367e-4a4c-8caf-e61235365b27 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:59.251733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4176eb87-ca28-4cf1-ae9e-a34ecaacaeb1 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:58.899684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 86855fd1-d343-4872-a774-299406e7cd32 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:58.644887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0d1fae6f-ba96-4c3b-acdc-09835ac934e6 · outbound

This paper cites operation_scores.

LLM-First Search: Self-Guided Exploration of the Solution Space operation_scores

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:28:58.427406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 281cc8b0-807f-42d5-ad0e-9bf6500361b3 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:58.212738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ed92db4a-f8c7-4a6f-8627-ea4367f9fa4f · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:57.919175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7850ae34-f56b-41a9-9e17-d36a95a8001c · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:57.611169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4f76660f-4a13-4cb9-88d9-4668f9679ea9 · outbound

This paper cites state_value_estimation.

LLM-First Search: Self-Guided Exploration of the Solution Space state_value_estimation

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:28:57.412717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f59b252e-b663-4bfb-b98c-3d96e2a37c5d · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:57.231630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 631c8d6f-5e10-4f96-89eb-83fa66fe96a6 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:56.966597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 37aa6659-a190-477d-9482-0df19c268a8f · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:56.818852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a97c5700-0bd1-4d29-ae2c-ed0ce6f84ac0 · outbound

This paper cites operation_values.

LLM-First Search: Self-Guided Exploration of the Solution Space operation_values

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:28:56.616247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 89733e8a-9ec3-4c51-b3a7-0d855d018661 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:56.407190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3313f668-efb6-4ad7-afd5-ae1b00df64c8 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:56.199142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4c6ec6ab-bddc-4d8f-9747-e13f9a516d3e · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:56.024496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c94f7ebd-a640-4b50-ab40-75881b20d966 · outbound

This paper cites Before deciding, carefully consider the current sequence of states and actions, as well as the available operations.

LLM-First Search: Self-Guided Exploration of the Solution Space Before deciding, carefully consider the current sequence of states and actions, as well as the available operations

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:28:55.831157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 650b231e-eed5-49a7-ac53-e5986603d364 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:55.587799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d3b5891a-86d9-4b98-af39-ddcbb314d281 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:55.424354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c6be415f-3eb9-4596-a627-7bc67b65d40d · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:55.254659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4712ff04-8bd9-4c4e-8a4c-39ec5be90cbc · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:55.048582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 01afd75d-3523-4b8a-8bd4-41e515f027ad · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:54.850025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation df4d79e8-10cd-4504-aeac-5772ad1cbb40 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:54.680892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 234972b4-2035-4a29-a255-8c7150a2e356 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:54.523819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2aeb16b2-bde2-4526-91a4-fdfcb6cd7dc5 · outbound

This paper cites operation_scores.

LLM-First Search: Self-Guided Exploration of the Solution Space operation_scores

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:28:54.325486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a638b135-e0a1-48d8-982d-a24aae1c6c10 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 96

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:54.149366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8565fe46-d5ff-4680-b044-0a891a893d52 · outbound

This paper cites state_value_estimation.

LLM-First Search: Self-Guided Exploration of the Solution Space state_value_estimation

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:28:53.916107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5116dcb2-b4ad-486e-a785-5e0eebb32810 · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:53.724632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation afe837ad-9bc7-49e0-87be-f496cd9e0d9c · outbound

This paper cites an unresolved cited work.

LLM-First Search: Self-Guided Exploration of the Solution Space Unresolved cited work

Reference 99

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:28:53.593193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f6a9fb06-8e17-414b-91ec-c465e2500abc · outbound

This paper cites few possible values).

LLM-First Search: Self-Guided Exploration of the Solution Space few possible values)

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:28:53.455869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation 66b8a717-8c62-4909-b94b-5036c57965ce · inbound

Long-Horizon Plan Execution in Large Tool Spaces through Entropy-Guided Branching cites this paper.

Long-Horizon Plan Execution in Large Tool Spaces through Entropy-Guided Branching LLM-First Search: Self-Guided Exploration of the Solution Space

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:51:03.199348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 44ff8b73-9f5f-40ca-a1a7-640bea30cfd1 · inbound

Beyond Fixed Budgets: Characterizing the Inelasticity and Limitations of Tree-of-Thought Reasoning Strategies cites this paper.

Beyond Fixed Budgets: Characterizing the Inelasticity and Limitations of Tree-of-Thought Reasoning Strategies LLM-First Search: Self-Guided Exploration of the Solution Space

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-30T18:44:59.756968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a1119095-eb22-4061-b22a-1d0c67deef6d · inbound

Learning the ARTS of Search for Automated Discovery cites this paper.

Learning the ARTS of Search for Automated Discovery LLM-First Search: Self-Guided Exploration of the Solution Space

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:09:41.761277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.